Direct antimicrobial resistance prediction from clinical MALDI-TOF mass spectra using machine learning
Caroline Weis, Aline Cuénod, Bastian Rieck, Olivier Dubuis, Susanne Graf, Claudia Lang, Michael Oberle, Maximilian Brackmann, Kirstine K. Søgaard, Michael Osthoff, Karsten Borgwardt, Adrian Egli
Topics & Concepts
AntimicrobialAntibiotic resistanceAntimicrobial stewardshipMachine learningKlebsiella pneumoniaeArtificial intelligenceAntibioticsMatrix-assisted laser desorption/ionizationMicrobiologyMedicineEscherichia coliBiologyComputer scienceChemistryAdsorptionOrganic chemistryDesorptionGeneBiochemistryBacterial Identification and Susceptibility TestingAntibiotic Resistance in BacteriaAntimicrobial Resistance in Staphylococcus